数据清理课程
数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具，如 Pandas 和 NumPy 等 Python 库，以及 OpenRefine 等软件，这些工具支持高效执行数据分析任务并确保数据质量，以便进行分析。
热门 Data Cleaning 课程和认证
状态：新LearnQuest
您将获得的技能: Closing (Sales), Sales Prospecting, Sales Presentations, Overcoming Objections, Sales, Sales Process, Sales Strategy, Sales Enablement, Sales Management, Sales Pipelines, Customer Relationship Management (CRM) Software, Lead Generation, Negotiation, Business Ethics, Global Marketing, Customer Engagement, Business Process Automation, Law, Regulation, and Compliance, Key Performance Indicators (KPIs), Cultural Diversity
状态：免费试用您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 微积分, 数值分析, 数据分析, 线性代数, 积分微积分, 统计方法, 制图, 代数, 应用数学, 数学理论与分析, 衍生产品
状态：免费试用Whizlabs
您将获得的技能: Amazon S3, Cloud Storage, Data Management, Data Storage Technologies, Data Storage, Network Troubleshooting, Disaster Recovery
状态：免费试用Google Cloud
您将获得的技能: Data Governance, 业务转型, 数据处理, 数据驱动的决策制定, 数据转换, 实时数据, 大数据, 云存储, 数据迁移, 数据管理, Data Management, 数据仓库, 数据库系统, 数据战略, 分析, 数字化转型, Google 云端平台, 商业智能
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
Google Cloud
您将获得的技能: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
状态：新状态：免费DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
Amazon Web Services
您将获得的技能: 商业分析, 非结构化数据, 数据分析, 数据转换, NoSQL, 数据驱动的决策制定, 数据处理, 数据管道, 大数据, 数据架构, 数据存储, SQL, 数据仓库, 亚马逊网络服务, 关系数据库, 数据库, 摘录
您将获得的技能: PySpark, Power BI, Apache Spark, Distributed Computing, Dashboard, Data Visualization Software, Databricks, Big Data, Data Processing, Data Transformation, Scalability
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
状态：新状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data-Driven and Ethical Sales Strategies: LearnQuest
- Foundations of ML & Python for Data Science: Packt
- 通往数据科学的高速公路：基本数学: University of Colorado Boulder
- AWS: Data Management and Backups: Whizlabs
- 利用 Google 云探索数据 Transformationer: Google Cloud
- C++: Non-Linear Data Structures: Codio
- Analyzing Billing Data with BigQuery: Google Cloud
- Building and Evaluating Data Agents: DeepLearning.AI
- AWS 上的数据分析和数据库: Amazon Web Services
- Data Processing, Exploratory Analysis and Visualization: Microsoft
